most citedLarge Neural Network Based Detection of Apnea, Bradycardia and Desaturation Events

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cs.LG2019

Hidden Markov Models for sepsis detection in preterm infants

Antoine Honore, Dong Liu, David Forsberg +4

We explore the use of traditional and contemporary hidden Markov models (HMMs) for sequential physiological data analysis and sepsis prediction in preterm infants. We investigate t…

cs.LG2017★ 1 cited

Large Neural Network Based Detection of Apnea, Bradycardia and Desaturation Events

Antoine Honoré, Veronica Siljehav, Saikat Chatterjee +1

Apnea, bradycardia and desaturation (ABD) events often precede life-threatening events including sepsis in newborn babies. Here, we explore machine learning for detection of ABD ev…